|
1 | | -Package: ClustAssess |
2 | | -Type: Package |
3 | | -Title: Tools for Assessing Clustering |
4 | | -Version: 1.0.0 |
5 | | -Authors@R: c(person("Andi", "Munteanu", |
6 | | - email="am3019@cam.ac.uk", role=c("aut", "cre")), person("Arash", "Shahsavari", email="arash8579@hotmail.com", |
7 | | - role = c("aut")), person("Rafael", "Kollyfas", role=c("ctb"), email="rk720@cam.ac.uk"), person("Miguel", "Larraz Lopez de Novales", role=c("aut"), email ="ml2088@cam.ac.uk"), person("Liviu", "Ciortuz", role=c("ctb"), email="liviu_ciortuz@yahoo.co.uk"), person("Irina", "Mohorianu", |
8 | | - email="iim22@cam.ac.uk", role=c("aut"))) |
9 | | -Description: A set of tools for evaluating clustering robustness using |
10 | | - proportion of ambiguously clustered pairs (Senbabaoglu et al. (2014) |
11 | | - <doi:10.1038/srep06207>), as well as similarity across methods |
12 | | - and method stability using element-centric clustering comparison (Gates et |
13 | | - al. (2019) <doi:10.1038/s41598-019-44892-y>). Additionally, this package |
14 | | - enables stability-based parameter assessment for graph-based clustering |
15 | | - pipelines typical in single-cell data analysis. |
16 | | -License: MIT + file LICENSE |
17 | | -Encoding: UTF-8 |
18 | | -biocViews: |
19 | | - Software, |
20 | | - SingleCell, |
21 | | - RNASeq, |
22 | | - ATACSeq, |
23 | | - Normalization, |
24 | | - Preprocessing, |
25 | | - DimensionReduction, |
26 | | - Visualization, |
27 | | - QualityControl, |
28 | | - Clustering, |
29 | | - Classification, |
30 | | - Annotation, |
31 | | - GeneExpression, |
32 | | - DifferentialExpression |
33 | | -Depends: |
34 | | - R (>= 4.0.0), |
35 | | - methods, |
36 | | - stats |
37 | | -Imports: |
38 | | - dplyr, |
39 | | - DT, |
40 | | - fastcluster, |
41 | | - foreach, |
42 | | - glue, |
43 | | - Gmedian, |
44 | | - ggnewscale, |
45 | | - ggplot2, |
46 | | - ggrastr, |
47 | | - ggrepel, |
48 | | - ggtext, |
49 | | - gprofiler2, |
50 | | - igraph, |
51 | | - jsonlite, |
52 | | - leiden, |
53 | | - Matrix (>= 1.5.0), |
54 | | - matrixStats, |
55 | | - progress, |
56 | | - stringr, |
57 | | - paletteer, |
58 | | - plotly, |
59 | | - qualpalr, |
60 | | - RANN, |
61 | | - reshape2, |
62 | | - rlang, |
63 | | - Seurat, |
64 | | - shiny, |
65 | | - shinyjs, |
66 | | - shinyLP, |
67 | | - shinyWidgets, |
68 | | - utils, |
69 | | - uwot, |
70 | | - vioplot |
71 | | -RoxygenNote: 7.3.2 |
72 | | -Roxygen: list(markdown = TRUE) |
73 | | -LinkingTo: |
74 | | - Rcpp, |
75 | | - RcppEigen |
76 | | -Suggests: |
77 | | - BiocManager, |
78 | | - colourpicker, |
79 | | - ComplexHeatmap, |
80 | | - data.table, |
81 | | - DelayedMatrixStats, |
82 | | - devtools, |
83 | | - doParallel, |
84 | | - knitr, |
85 | | - leidenbase, |
86 | | - monocle3, |
87 | | - patchwork, |
88 | | - ragg, |
89 | | - reticulate, |
90 | | - rhdf5, |
91 | | - RhpcBLASctl, |
92 | | - rmarkdown, |
93 | | - scales, |
94 | | - SeuratObject, |
95 | | - SharedObject, |
96 | | - styler, |
97 | | - testthat (>= 3.0.0) |
98 | | -URL: https://github.com/Core-Bioinformatics/ClustAssess, https://core-bioinformatics.github.io/ClustAssess/ |
99 | | -BugReports: https://github.com/Core-Bioinformatics/ClustAssess/issues |
100 | | -VignetteBuilder: knitr |
101 | | -Config/testthat/edition: 3 |
| 1 | +Package: ClustAssess |
| 2 | +Type: Package |
| 3 | +Title: Tools for Assessing Clustering |
| 4 | +Version: 1.1.0 |
| 5 | +Authors@R: c(person("Andi", "Munteanu", |
| 6 | + email="am3019@cam.ac.uk", role=c("aut", "cre")), person("Arash", "Shahsavari", email="arash8579@hotmail.com", |
| 7 | + role = c("aut")), person("Rafael", "Kollyfas", role=c("ctb"), email="rk720@cam.ac.uk"), person("Miguel", "Larraz Lopez de Novales", role=c("aut"), email ="ml2088@cam.ac.uk"), person("Liviu", "Ciortuz", role=c("ctb"), email="liviu_ciortuz@yahoo.co.uk"), person("Irina", "Mohorianu", |
| 8 | + email="iim22@cam.ac.uk", role=c("aut"))) |
| 9 | +Description: A set of tools for evaluating clustering robustness using |
| 10 | + proportion of ambiguously clustered pairs (Senbabaoglu et al. (2014) |
| 11 | + <doi:10.1038/srep06207>), as well as similarity across methods |
| 12 | + and method stability using element-centric clustering comparison (Gates et |
| 13 | + al. (2019) <doi:10.1038/s41598-019-44892-y>). Additionally, this package |
| 14 | + enables stability-based parameter assessment for graph-based clustering |
| 15 | + pipelines typical in single-cell data analysis. |
| 16 | +License: MIT + file LICENSE |
| 17 | +Encoding: UTF-8 |
| 18 | +Additional_repositories: https://blaserlab.r-universe.dev |
| 19 | +biocViews: |
| 20 | + Software, |
| 21 | + SingleCell, |
| 22 | + RNASeq, |
| 23 | + ATACSeq, |
| 24 | + Normalization, |
| 25 | + Preprocessing, |
| 26 | + DimensionReduction, |
| 27 | + Visualization, |
| 28 | + QualityControl, |
| 29 | + Clustering, |
| 30 | + Classification, |
| 31 | + Annotation, |
| 32 | + GeneExpression, |
| 33 | + DifferentialExpression |
| 34 | +Depends: |
| 35 | + R (>= 4.0.0), |
| 36 | + methods, |
| 37 | + stats |
| 38 | +Imports: |
| 39 | + dplyr, |
| 40 | + DT, |
| 41 | + fastcluster, |
| 42 | + foreach, |
| 43 | + glue, |
| 44 | + Gmedian, |
| 45 | + ggnewscale, |
| 46 | + ggplot2, |
| 47 | + ggrastr, |
| 48 | + ggrepel, |
| 49 | + ggtext, |
| 50 | + gprofiler2, |
| 51 | + igraph, |
| 52 | + jsonlite, |
| 53 | + leiden, |
| 54 | + Matrix (>= 1.5.0), |
| 55 | + matrixStats, |
| 56 | + progress, |
| 57 | + stringr, |
| 58 | + paletteer, |
| 59 | + plotly, |
| 60 | + qualpalr, |
| 61 | + RANN, |
| 62 | + reshape2, |
| 63 | + rlang, |
| 64 | + Seurat, |
| 65 | + shiny, |
| 66 | + shinyjs, |
| 67 | + shinyLP, |
| 68 | + shinyWidgets, |
| 69 | + utils, |
| 70 | + uwot, |
| 71 | + vioplot |
| 72 | +RoxygenNote: 7.3.2 |
| 73 | +Roxygen: list(markdown = TRUE) |
| 74 | +LinkingTo: |
| 75 | + Rcpp, |
| 76 | + RcppEigen |
| 77 | +Suggests: |
| 78 | + BiocManager, |
| 79 | + colourpicker, |
| 80 | + ComplexHeatmap, |
| 81 | + data.table, |
| 82 | + DelayedMatrixStats, |
| 83 | + devtools, |
| 84 | + doParallel, |
| 85 | + knitr, |
| 86 | + leidenbase, |
| 87 | + monocle3, |
| 88 | + patchwork, |
| 89 | + ragg, |
| 90 | + reticulate, |
| 91 | + rhdf5, |
| 92 | + RhpcBLASctl, |
| 93 | + rmarkdown, |
| 94 | + scales, |
| 95 | + SeuratObject, |
| 96 | + SharedObject, |
| 97 | + styler, |
| 98 | + testthat (>= 3.0.0) |
| 99 | +URL: https://github.com/Core-Bioinformatics/ClustAssess, https://core-bioinformatics.github.io/ClustAssess/ |
| 100 | +BugReports: https://github.com/Core-Bioinformatics/ClustAssess/issues |
| 101 | +Config/testthat/edition: 3 |
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